Although word embeddings became ubiquitous, there is no single benchmark on evaluating their quality [1]}, and popular intrinsic evaluation techniques are subject to criticism [2]}. Researchers very often rely on intrinsic evaluation, such as semantic similarity or analogy tasks. While intrinsic evaluations are simple to understand and conduct, they do not necessarily imply the quality of embeddings for all possible tasks [3]}.
